Introduction

An educational code for structural topology optimization based on automatic differentiation.

Running Requirement

• Python
• Jax
• Jaxlib
• Optax
• Flax

The verification of automatic differentiation accuracy

Citation

Feel free to cite this library.

@article{Zhang_TONRExploration_2021,
    title = {{{TONR}}: {{An}} Exploration for a Novel Way Combining Neural Network with Topology Optimization},
    shorttitle = {{{TONR}}},
    author = {Zhang, Zeyu and Li, Yu and Zhou, Weien and Chen, Xiaoqian and Yao, Wen and Zhao, Yong},
    year = {2021},
    month = dec,
    journal = {Computer Methods in Applied Mechanics and Engineering},
    volume = {386},
    pages = {114083},
    issn = {00457825},
    doi = {10.1016/j.cma.2021.114083},
    langid = {english},
    }